I have received measurable snowfall in 15% of Aprils and 62% of Marchs since I've been keeping records. Have never recorded snowfall in May but did see it falling in late May up near Bradford when my wife and I were on a trip to the Allegheny National Forest. For good measure, October 8% of the time and November 54% (although a few were <.2" for the entire month).